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stantalksai

Built at Gemini 3 Singapore Hackathon · Mar 7, 2026

stantalksai — Demo video

The Problem Traditional event floor plans are static, failing to account for the fluid, unpredictable nature of human behavior in temporary spaces. The Solution The Living Blueprint bridges this gap by using AI to transform hand-drawn sketches into dynamic, agent-based simulations. It allows organizers to stress-test layouts before a single table is moved. Key Features & Stack Sketch-to-Simulation: Uses Gemini Vision to rapidly digitize physical sketches into structured data. Intelligent Agents: Automatically generates diverse personas (Participants, Staff, Organizers) with unique goals. Behavior Engine: A prompt-driven system that simulates specific scenarios like "Pizza Arrival" or "Final Crunch" using persona-specific multipliers. The "Vibe Check": AI-driven qualitative analysis to identify bottlenecks and underutilized zones. Analytics: Provides heatmaps and travel-time reports to optimize occupancy and flow.

Team